will.nmid = "nm0000226";
will.movies = IMDB.getMoviesForPerson(will.nmid);
denzel.nmid = "nm0000243";
denzel.movies = IMDB.getMoviesForPerson(denzel.nmid);
will.info = IMDB.getPersonInfo(will.nmid);
denzel.info = IMDB.getPersonInfo(denzel.nmid);
will.info
denzel.info
#POPULAR MOVIES FROM 1980 THROUGH 2020
popular50 = subsetDataFrame(imdb.data$movies$popular50, "year", ">=", 1980)
popular50 = subsetDataFrame(popular50, "year", "<=", 2020)
dim(popular50)
library(devtools); # required for source_url
install_github("MonteShaffer/imdb/imdb");
#detach(package:imdb);
library(imdb);
packageVersion("imdb")
library(humanVerseWSU);
path.github = "https://raw.githubusercontent.com/MonteShaffer/humanVerseWSU/master/";
include.me = paste0(path.github, "misc/functions-nlp.R");
source_url( include.me );
include.me = paste0(path.github, "misc/functions-nlp-str.R");
source_url( include.me );
include.me = paste0(path.github, "misc/functions-nlp-stack.R");
source_url( include.me );
include.me = paste0(path.github, "misc/functions-nlp-pos.R");
source_url( include.me );
include.me = paste0(path.github, "humanVerseWSU/R/functions-encryption.R");
source_url( include.me );
###### UPDATES TO dataframe subset function ######
# inflation adjustments for NA ... and improvements on subsetting
include.me = paste0(path.github, "humanVerseWSU/R/functions-dataframe.R");
source_url( include.me );
include.me = paste0(path.github, "humanVerseWSU/R/functions-inflation.R");
source_url( include.me );
# path to project
path.project = "C:/_git_/WSU_STATS419_FALL2020/final/";
library(dplyr)
library(ggplot2)
library(gridExtra)
library(Hmisc)
library(knitr)
library(tidyr)

will.n = nrow(will.movies);
will.movies.r = replaceFactorColumnWithIndicatorVariables(will.movies, "genre", "genre", use.boolean=FALSE);
# colSums(will.cast.info.r[,11:34]);
will.genre.p = sort(colSums(will.movies.r[,7:24])/will.n, decreasing = TRUE); # proportion by movie
will.genre.p
denzel.n = nrow(denzel.movies);
denzel.movies.r = replaceFactorColumnWithIndicatorVariables(denzel.movies, "genre", "genre", use.boolean=FALSE);
# colSums(will.cast.info.r[,11:34]);
denzel.genre.p = sort(colSums(denzel.movies.r[,7:22])/denzel.n, decreasing = TRUE); # proportion by movie
denzel.genre.p
#
# g <-ggplot(sub.data.long, aes(x=as.factor(ttid))) +
# geom_bar(aes(fill=as.factor(type)), width = 0.5)+
# theme(axis.text.x = element_text(angle = 65, vjust = 0.6))
# g
library(xtable)
library(table1)
will.table = will.popular[,c(3,5,4,9,11,14)]
will.table = will.table[with(will.table,order(rank)),]
denzel.table = denzel.popular[,c(3,5,4,9,11,14)]
denzel.table = denzel.table[with(denzel.table,order(rank)),]
print(xtable(will.table, type = "latex"), file = "tables/will.table.tex")
#print(xtable(denzel.table, type = "latex"), file = "tables/denzel.table.tex")
# label(will.denzel.merge$ratings) <- "ratings"
# label(will.denzel.merge$votes) <- "votes"
# label(will.denzel.merge$rank.popular) <- "rank.popular"
# table1(~ratings + votes + rank.popular | nmid, data = will.denzel.merge)
library(kableExtra)
#webshot::install_phantomjs(force = TRUE)
# df <- will.popular[,c(9,11,41:48)]
# d <- summary(df)
# d %>%
# kbl(format="latex",caption = "Descriptive analyse of Will Smith popular 50",booktabs = TRUE) %>%
# kable_classic(full_width = T, html_font = "Cambria")
#
# print(xtable(d,"latex"), file="tables/test.tex")
---
title: "Will vs Denzel"
output: html_notebook
---

```{r setup, include=FALSE, echo=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```

```{r,appendix-setup,message=FALSE, echo=FALSE}
library(devtools);       # required for source_url
install_github("MonteShaffer/imdb/imdb");
#detach(package:imdb);
library(imdb);
packageVersion("imdb")

library(humanVerseWSU);

path.github = "https://raw.githubusercontent.com/MonteShaffer/humanVerseWSU/master/";


include.me = paste0(path.github, "misc/functions-nlp.R");
source_url( include.me );
include.me = paste0(path.github, "misc/functions-nlp-str.R");
source_url( include.me );
include.me = paste0(path.github, "misc/functions-nlp-stack.R");
source_url( include.me );
include.me = paste0(path.github, "misc/functions-nlp-pos.R");
source_url( include.me );
include.me = paste0(path.github, "humanVerseWSU/R/functions-encryption.R");
source_url( include.me );
###### UPDATES TO dataframe subset function ######
# inflation adjustments for NA ... and improvements on subsetting
include.me = paste0(path.github, "humanVerseWSU/R/functions-dataframe.R");
source_url( include.me );
include.me = paste0(path.github, "humanVerseWSU/R/functions-inflation.R");
source_url( include.me );

# path to project
path.project = "C:/_git_/WSU_STATS419_FALL2020/final/";

```

```{r, libraries}
library(dplyr)
library(ggplot2)
library(gridExtra)
library(Hmisc)
library(knitr)
library(tidyr)
```


```{r load_data, echo=FALSE}
imdb::loadDataIMDB();
names(imdb.data);
```

```{r get_movies}
will.nmid = "nm0000226";
will.movies = IMDB.getMoviesForPerson(will.nmid);

denzel.nmid = "nm0000243";
denzel.movies = IMDB.getMoviesForPerson(denzel.nmid);
```

```{r will_and_denzel_bio}
will.info = IMDB.getPersonInfo(will.nmid);
denzel.info = IMDB.getPersonInfo(denzel.nmid);

will.info
denzel.info
```


```{r get_popular_50}
#POPULAR MOVIES FROM 1980 THROUGH 2020
popular50 = subsetDataFrame(imdb.data$movies$popular50, "year", ">=", 1980)
popular50 = subsetDataFrame(popular50, "year", "<=", 2020)
dim(popular50)
```

```{r popular_50_detail, echo=FALSE}
popular50.detail = merge(popular50, imdb.data$movies.df$info, by="ttid")
popular50.detail
```

```{r build_features, echo=FALSE}
# we could rank on other columns ...

loadInflationData();

#change it to millions
popular50.detail$budget.millions = as.numeric(popular50.detail$budget)/1000000
popular50.detail$usa.opening.millions = as.numeric(popular50.detail$usa.opening)/1000000
popular50.detail$usa.gross.millions = as.numeric(popular50.detail$usa.gross)/1000000
popular50.detail$world.gross.millions = as.numeric(popular50.detail$world.gross)/1000000
popular50.detail$international.gross.millions = popular50.detail$world.gross.millions - popular50.detail$usa.gross.millions
popular50.detail$usa.profit.millions = popular50.detail$usa.gross.millions - popular50.detail$budget.millions
popular50.detail$world.profit.millions = popular50.detail$world.gross.millions - popular50.detail$budget.millions
popular50.detail$international.profit.millions = popular50.detail$world.profit.millions - popular50.detail$usa.profit.millions

popular50.detail
```

```{r adjust_inflation, echo=FALSE}
#adjest for inflation to year 2000

popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "budget.millions", "year", "budget.millions2000");
popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "usa.opening.millions", "year", "usa.opening.millions2000");
popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "usa.gross.millions", "year", "usa.gross.millions2000");
popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "world.gross.millions", "year", "world.gross.millions2000");
popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "international.gross.millions", "year", "international.gross.millions2000");
popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "usa.profit.millions", "year", "usa.profit.millions2000");
popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "world.profit.millions", "year", "world.profit.millions2000");
popular50.detail = standardizeDollarsInDataFrame(popular50.detail, 2000, "international.profit.millions", "year", "international.profit.millions2000");

# popular50.detail = format(standardizeDollarsInDataFrame(popular50.detail, 2000, "budget.millions", "year", "budget.millions2000"),scientific=FALSE);
# popular50.detail = format(standardizeDollarsInDataFrame(popular50.detail, 2000, "usa.opening.millions", "year", "usa.opening.millions2000"),scientific=FALSE);
# popular50.detail = format(standardizeDollarsInDataFrame(popular50.detail, 2000, "usa.gross.millions", "year", "usa.gross.millions2000"),scientific=FALSE);
# popular50.detail = format(standardizeDollarsInDataFrame(popular50.detail, 2000, "world.gross.millions", "year", "world.gross.millions2000"),scientific=FALSE);
# popular50.detail = format(standardizeDollarsInDataFrame(popular50.detail, 2000, "usa.profit.millions", "year", "usa.profit.millions2000"),scientific=FALSE);
# popular50.detail = format(standardizeDollarsInDataFrame(popular50.detail, 2000, "world.profit.millions", "year", "world.profit.millions2000"),scientific=FALSE);
# popular50.detail = format(standardizeDollarsInDataFrame(popular50.detail, 2000, "international.profit.millions", "year", "international.profit.millions2000"),scientific=FALSE);

popular50.detail
```


```{r create_rank, echo=FALSE}
#create ranks for money

popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "budget.millions2000", "DESC");  ## NA's go to end ...
popular50.detail$rank.budget = 1:nrow(popular50.detail);


popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "usa.opening.millions2000", "DESC");
popular50.detail$rank.usa.opening = 1:nrow(popular50.detail);


popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "usa.gross.millions2000", "DESC");
popular50.detail$rank.usa.gross = 1:nrow(popular50.detail);

popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "world.gross.millions2000", "DESC");
popular50.detail$rank.world.gross = 1:nrow(popular50.detail);

popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "international.gross.millions2000", "DESC");
popular50.detail$rank.international.gross = 1:nrow(popular50.detail);

popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "usa.profit.millions2000", "DESC");
popular50.detail$rank.usa.profit = 1:nrow(popular50.detail);

popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "world.profit.millions2000", "DESC");
popular50.detail$rank.world.profit = 1:nrow(popular50.detail);

popular50.detail = sortDataFrameByNumericColumns(popular50.detail, "international.profit.millions2000", "DESC");
popular50.detail$rank.international.profit = 1:nrow(popular50.detail);

popular50.detail
```

```{r will_denzel_popular50, echo=FALSE}
# will.popular = merge(will.movies, popular50.detail, by="ttid")
# will.popular = select(will.popular, -year.y)
# colnames(will.popular)[4]="year"
# 
# denzel.popular = merge(denzel.movies, popular50.detail, by="ttid")
# denzel.popular = select(denzel.popular, -year.y)
# colnames(denzel.popular)[4]="year"
# 
# will.popular<- will.popular[with(will.popular, order(year)), ]
# will.popular
# denzel.popular<- denzel.popular[with(denzel.popular, order(year)), ]
# denzel.popular
# 
```


```{r bigger_pond, echo=FALSE}
#POPULAR MOVIES FROM 1980 THROUGH 2019
pond = subsetDataFrame(popular50.detail, "year", ">=", 1980)
pond = subsetDataFrame(popular50.detail, "year", "<", 2020)
pond

# denzel and will poppular movies between 1980 through 2019  

will.popular = merge(will.movies, pond, by="ttid")
will.popular = select(will.popular, -year.y)
colnames(will.popular)[4]="year"

denzel.popular = merge(denzel.movies, pond, by="ttid")
denzel.popular = select(denzel.popular, -year.y)
colnames(denzel.popular)[4]="year"

will.popular<- will.popular[with(will.popular, order(year)), ]
will.popular
denzel.popular<- denzel.popular[with(denzel.popular, order(year)), ]
denzel.popular


```

```{r summary_comparison}

```

```{r}
will.n = nrow(will.movies);
will.movies.r = replaceFactorColumnWithIndicatorVariables(will.movies, "genre", "genre", use.boolean=FALSE);
# colSums(will.cast.info.r[,11:34]);
will.genre.p = sort(colSums(will.movies.r[,7:24])/will.n, decreasing = TRUE);  # proportion by movie
will.genre.p

denzel.n = nrow(denzel.movies);
denzel.movies.r = replaceFactorColumnWithIndicatorVariables(denzel.movies, "genre", "genre", use.boolean=FALSE);
# colSums(will.cast.info.r[,11:34]);
denzel.genre.p = sort(colSums(denzel.movies.r[,7:22])/denzel.n, decreasing = TRUE);  # proportion by movie
denzel.genre.p

```

```{r}

# 
# g <-ggplot(sub.data.long, aes(x=as.factor(ttid))) +
#   geom_bar(aes(fill=as.factor(type)), width = 0.5)+
#   theme(axis.text.x = element_text(angle = 65, vjust = 0.6)) 
# g
```

```{r box_plots, echo=FALSE}
#png(file="graphs/box_plot_comp.png")

par(mar=c(5,9,2,1))
boxplot(will.popular$rank.usa.opening, denzel.popular$rank.usa.opening, will.popular$rank.usa.gross, denzel.popular$rank.usa.gross, will.popular$rank.international.gross, denzel.popular$rank.international.gross, will.popular$rank.usa.profit, denzel.popular$rank.usa.profit, will.popular$rank.international.profit, denzel.popular$rank.international.profit,
main = "Rank comparison in popular50 list",
at=c(1,2,4,5,7,8,10,11,13,14),
xlab = "rank",
names = c("will.usa.opening","denzen.usa.opening","will.usa.gross","denzel.usa.gross","will.int.gross","denzel.int.gross","will.usa.profit","denzel.usa.profit","will.int.profit","denzel.int.profit"),
col = c("orange", 'red'),
las=2,
ylim = c(0,2000),
border = "brown",
horizontal = TRUE,
notch = TRUE)
legend(x=3,y=2000,c("will","denzel"),cex=.8,col=c("orange","red"),lty = 1)
#dev.off()


will.denzel.merge = rbind.data.frame(will.popular, denzel.popular)
will.denzel.merge

#summary(will.popular$votes)

print("Denzel")
summary(denzel.popular[,c(41:48)])
print("---------------------------------------------------------------------------------------------")
print("Will")
summary(will.popular[,c(41:48)])

```

```{r}
library(tidyverse)
library(ggpubr)
library(rstatix)
will.denzel.merge$nmid <- as.factor(will.denzel.merge$nmid)
will.denzel.merge

c1 = will.denzel.merge %>%
       t_test(ratings ~ nmid, paired = FALSE, alternative = "less", detailed = TRUE) %>% add_significance()

c2 = will.denzel.merge %>% 
       t_test(votes ~ nmid, paired = FALSE, alternative = "greater", detailed = TRUE) %>% add_significance()

c3 = will.denzel.merge %>% 
       t_test(budget.millions2000 ~ nmid, paired = FALSE, alternative = "greater", detailed = TRUE) %>% add_significance()
c4 = will.denzel.merge %>% 
       t_test(usa.profit.millions2000 ~ nmid, paired = FALSE, alternative = "greater", detailed = TRUE) %>% add_significance()
c5 = will.denzel.merge %>% 
       t_test(international.profit.millions2000 ~ nmid, paired = FALSE, alternative = "greater", detailed = TRUE) %>% add_significance()

table_sig = rbind(c1,c2,c3,c4,c5)
table_sig = table_sig[,-c(1:3)]
colnames(table_sig)[colnames(table_sig) == ".y."] <- "Variable"
table_sig$group1[table_sig$group1=="nm0000226"] = "Will Smith"
table_sig$group2[table_sig$group2=="nm0000243"] = "Denzel Washigton"
table_sig.sm = table_sig[,c(1:8,11:13)]
table_sig.sm

#print(xtable(table_sig.sm,"latex"), file="tables/t_test.tex")
```

```{r}
sub.data = will.denzel.merge[,c(1:2,41:46,48)]
colnames(sub.data)=c("ttid","nmid","budget","usa.opening","usa.gross","world.gross","int.gross","usa.profit","int.profit")
sub.data$budget = -sub.data$budget
sub.data

sub.data.long = gather(sub.data, key = type,
                       value = millions2000, -c(ttid,nmid), na.rm = FALSE)
sub.data.long
sub.data.long2=sub.data.long[sub.data.long$type=="budget"|sub.data.long$type=="usa.gross"|sub.data.long$type=="int.gross",]
sub.data.long2

sub.data.long3=sub.data.long[sub.data.long$type=="budget"|sub.data.long$type=="world.gross",]

x <-"ttid"
y <- "millions2000"
filler <- "type"
    p1 <-ggplot()
 p1+ geom_bar(data=sub.data.long2, aes_string(x=x,y=y, fill =filler),stat="identity")+
   facet_wrap(vars(as.factor(nmid)), strip.position = "bottom", scales = "free_x",  nrow=1)+
   theme(panel.spacing = unit(0, "lines"),
         strip.background = element_blank(),
         axis.line = element_line(colour = "grey"),
         panel.grid.major.y =element_line(colour = "grey"),
         strip.placement = "outside",
         axis.text.x = element_text(angle = 90, hjust = 1),
         panel.background = element_rect(fill = 'white', colour = 'white')
         )
     p2 <-ggplot()
 p2+ geom_bar(data=sub.data.long3, aes_string(x=x,y=y, fill =filler),stat="identity")+
   facet_wrap(vars(as.factor(nmid)), strip.position = "bottom", scales = "free_x",  nrow=1)+
   theme(panel.spacing = unit(0, "lines"),
         strip.background = element_blank(),
         axis.line = element_line(colour = "grey"),
         panel.grid.major.y =element_line(colour = "grey"),
         strip.placement = "outside",
         axis.text.x = element_text(angle = 90, hjust = 1),
         panel.background = element_rect(fill = 'white', colour = 'white')
         )
```





```{r will_vs_denzel_table}
library(xtable)
library(table1)

will.table = will.popular[,c(3,5,4,9,11,14)]
will.table = will.table[with(will.table,order(rank)),]

denzel.table = denzel.popular[,c(3,5,4,9,11,14)]
denzel.table = denzel.table[with(denzel.table,order(rank)),]

#print(xtable(will.table, type = "latex"), file = "tables/will.table.tex")
#print(xtable(denzel.table, type = "latex"), file = "tables/denzel.table.tex")

# label(will.denzel.merge$ratings) <- "ratings"
# label(will.denzel.merge$votes) <- "votes"
# label(will.denzel.merge$rank.popular) <- "rank.popular"
# table1(~ratings + votes + rank.popular | nmid, data = will.denzel.merge)

# library(kableExtra)
#webshot::install_phantomjs(force = TRUE)
# df <- will.popular[,c(9,11,41:48)]
# d <- summary(df)
# d %>%
#   kbl(format="latex",caption = "Descriptive analyse of Will Smith popular 50",booktabs = TRUE) %>%
#   kable_classic(full_width = T, html_font = "Cambria")
# 
# print(xtable(d,"latex"), file="tables/test.tex")

```